Matilainen is a Finnish surname. Notable people with the surname include:
Kalle Matilainen (runner) (1899–1985), Finnish Olympic runner Jukka Matilainen (1901–1967), Finnish Olympic runner, brother of Kalle Matilainen Martti Matilainen (1907–1993), Finnish Olympic runner, brother of Kalle Matilainen